TY  - JOUR
AU  - Gorriz, J. M.
AU  - Jimenez-Mesa, C.
AU  - Romero-Garcia, R.
AU  - Segovia, F.
AU  - Ramirez, J.
AU  - Castillo-Barnes, D.
AU  - Martinez-Murcia, F. J.
AU  - Ortiz, A.
AU  - Salas-Gonzalez, D.
AU  - Illan, I. A.
AU  - Puntonet, C. G.
AU  - Lopez-Garcia, D.
AU  - Gomez-Rio, M.
AU  - Suckling, J.
PY  - 2020
DO  - 10.1016/j.inffus.2020.09.008
SN  - 1566-2535
UR  - http://hdl.handle.net/10668/18803
T2  - Information fusion
AB  - In the 1970s a novel branch of statistics emerged focusing its effort on the selection of a function for the pattern recognition problem that would fulfill a relationship between the quality of the approximation and its complexity. This theory is...
LA  - en
PB  - Elsevier
KW  - Hypothesis testing
KW  - Upper bounds
KW  - Actual and empirical risks
KW  - Finite class lemma
KW  - Rademacher averages
KW  - Cross-validation
KW  - Stability
KW  - Inference
KW  - Selection
KW  - Computers
KW  - Neuroimaging
KW  - Research Design
KW  - Sample Size
TI  - Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities
TY  - research article
VL  - 66
ER  -